Cargando…

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory

In magnetic resonance (MR) imaging, a lack of standardization in acquisition often causes pulse sequence-based contrast variations in MR images from site to site, which impedes consistent measurements in automatic analyses In this paper, we propose an unsupervised MR image harmonization approach, CA...

Descripción completa

Detalles Bibliográficos
Autores principales: Zuo, Lianrui, Dewey, Blake E., Liu, Yihao, He, Yufan, Newsome, Scott D., Mowry, Ellen M., Resnick, Susan M., Prince, Jerry L., Carass, Aaron
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10473284/
https://www.ncbi.nlm.nih.gov/pubmed/34506916
http://dx.doi.org/10.1016/j.neuroimage.2021.118569

Ejemplares similares